# 227: The Correlation masquerade (The Dungeon of martech architecture, part 3)

Page: https://stenobird.com/podcast/humans-of-martech-1320163/227-the-correlation-masquerade-the-dungeon-of-martech-architecture-part-3
Text version: https://stenobird.com/podcast/humans-of-martech-1320163/227-the-correlation-masquerade-the-dungeon-of-martech-architecture-part-3.md
Podcast: [Humans of Martech](https://stenobird.com/podcast/humans-of-martech-1320163)
Published: 2026-07-07T08:00:00+00:00
Episode link: https://humansofmartech.com/2026/07/07/227-the-correlation-masquerade/
Audio file: https://media.transistor.fm/1016b7bd/4c447675.mp3
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JSON: https://stenobird.com/v1/public/podcasts/humans-of-martech-1320163/episodes/227-the-correlation-masquerade-the-dungeon-of-martech-architecture-part-3
Duration seconds: 3854

## Resource

What’s up folks, welcome to our 4 part series of Crawling through the dungeon of martech architecture. You’ve arrived at Part 3: The Correlation Masquerade. We'll cover: (00:00) - Intro (01:16) - In This Episode (01:36) - Sponsor: Knak (02:44) - Sponsor: MoEngage (04:02) - FLOOR 3: THE CORRELATION MASQUERADE (05:08) - Why Agentic AI Optimizes for the Wrong Thing at Scale (11:30) - The Boomerang Effect on AI that Erodes Revenue (20:40) - Why Marketing Attribution Data Can’t Tell AI Agents What Actually Caused the Result (28:28) - Sponsor: Mammoth Growth (29:31) - Sponsor: GrowthLoop (33:56) - How Bad Signals Masquerade as Evidence (42:27) - BOSS BATTLE: The Correlation Boomerang Archer (43:27) - Reducing Exposure While the Foundation Is Built (49:07) - Building a Causal Memory Layer With a Context Graph (01:02:15) - Achievement unlocked: Causal Evidence Layer Established --------------------------------------------------------------------------- OPENING --------------------------------------------------------------------------- Welcome back to the Dungeon of Martech Architecture. You've arrived at part 3. If you're just joining, go back to parts 1 and 2, where we demoted the CRM, built the warehouse, engineered the context layer, and built the shared meaning infrastructure that keeps agents from misinterpreting what they read. Episode 1: CRM Gravity We conquered the source of truth and discovered that the data warehouse replaces the CRM with portable audiences. Episode 2: The Eye of Context We learned why AI fails without context engineering, built the shared meaning infrastructure, and dug into why the industry built the wrong kind of meaning infrastructure in 2012. Episode 3: The Correlation Masquerade Today, we escape the correlation trap and build the causal memory…

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